Senior Machine Learning/Data Science specialist.

Academy Smart Remote 2025-08-16 22:10:30

Описание

Project description:

This is an R&D position and it involves development of a solution for generating secure code (code without security vulnerabilities or bugs) and evaluating existing or generated code for presence of security issues or bad practices using LLM models.

We are using such technologies as python, torch, transformers, llama.cpp, awq, ANTLR, AWS, Sagemaker, Kubernetes, and we are open to adopting new ones if they fit the task.

Tasks will include models training and validation, setting up evaluation crit


Responsibilities:

Tasks will include models training and validation, setting up evaluation criteria, domain-specific datasets preparation and augmentation;Training, validating, building inference pipeline;Python, torch, transformers, PEFT, SFT, DPO, LLM training engines, etc;Optimizing model performance;LLM inference engines, vllm, llama.cpp, awq, etc;Automatic Prompt engineering;Parsing, preparing dataset for training – antlr4, ast-grep, code syntax tree parsing, etc;Preparing demos, visualizing results – flask, matplotlib, seaborn, etc.

Requirements:

Experience in AI of at least 4 years and overall programming experience of 8+ years;Python, torch, transformers (related keywords: pytorch, tensorflow, keras, onnx);Llama, GPT, MPT, T5, Gemma, LLM, training and inference engines;Analytical and problem-solving skills, living interest in modern model training techniques (PEFT, SFT, DPO, etc);Experience with data processing, data transformations, algorithms and data structures, rapid prototyping.

Additional skills that are good to have:

Experience deploying AI models into production environments (AWS, GCP, Azure);Experience creating software solutions from scratch to production;Experience with multiple programming languages (Java/Kotlin/Scala, C#, JavaScript/Typescript, PHP, C/C++, etc.);Secure coding expertise, understanding security vulnerabilities (CWE, OWASP, NIST);Basic knowledge of web development (backend, frontend);Performance Optimization, concurrency and parallelism, debugging and profiling tools;Signal processing, audio processing, image/video processing, computer vision.

We offer:

20 working days of paid vacation per year;Official holidays of Ukraine – days off;Modern equipment for work;Corporate events;External and internal training: conferences, professional events, courses, corporate e-learning platforms;English speaking club;Work in a respectful and supportive team.

Hiring process:

Review CV;HR interview;Professional interview.

We are looking forward to your application!

Похожие вакансии

  • Frontend Engineer

    JTI 15 дней назад
    ... an excellent opportunity for continuous learning and professional development. Moreover, the ... Degree in Computer or Technical Science or strong IT background is ... the processing of your personal data during the recruitment process, further ...
    jobs.jti.com
  • DevOps Engineer

    JTI 15 дней назад
    ... a Bachelors degree in Computer Science or Information Systems or equivalent. ... employee referral program, your personal data will be processed until the ... the processing of your personal data during the recruitment process, further ...
    jobs.jti.com
  • Data Governance Manager

    JTI 15 дней назад
    ... – requirements:University degree in Computer Science or similar3 - 5 years of experience of embedding Data Governance processes and standards into ...
    jobs.jti.com
  • Data Governance Manager

    JTI 15 дней назад
    ... – requirements University degree in Computer Science or similar3 - 5 years of experience of embedding Data Governance processes and standards into ...
    jobs.jti.com
  • Data Governance Manager

    JTI 15 дней назад
    ... – requirements University degree in Computer Science or similar3 - 5 years of experience of embedding Data Governance processes and standards into ...
    jobs.jti.com
  • Consumer Data Activation Manager

    JTI 15 дней назад
    ... users of data products.Who are we looking for – Requirements:Education & ExperienceBachelor’s degree in computer science, Data Science, Marketing & Sales, Statistics, Applied Mathematics ... e-learning platforms, including sponsored certification programs ( ...
    jobs.jti.com
  • Consumer Data Activation Manager

    JTI 15 дней назад
    ... to enable end users of data products.Whom are we looking for – Requirements: Education & ExperienceBachelor’s degree in computer science, Data Science, Marketing & Sales, Statistics, Applied Mathematics, ...
    jobs.jti.com
  • UX Data Activation Manager

    JTI 15 дней назад
    ... enable end users of UX data products.Who are we looking for? Requirements: Education & ExperienceBachelor’s degree in computer science, Data Science, Marketing & Sales, UX UI Design, ...
    jobs.jti.com
  • UX Data Activation Manager

    JTI 15 дней назад
    ... degree in computer science, Data Science, Marketing & Sales, UX UI Design, ... Statistics, Applied Mathematics, Engineering, or a related field.Proven industry experience in data analysis and insights ...
    jobs.jti.com
  • Lead Big Data Engineer (#3873)

    N-iX , , 3 дня назад
    ... . As a Senior Data Engineer, you will play a critical role in designing, developing, and maintaining sophisticated data pipelines, Ontology Objects, and Foundry Functions within Palantir Foundry. Your background in machine learning and data science will be ...
    ua.talent.com
  • Middle Data Engineer

    NIX Solutions Харьков, Украина 9 часов назад
    ... , we are looking for Middle Data Engineer, and we are sure that such a specialist will continue to grow professionally ... , Fivetran or similar.Experience in data science and machine learning with building Machine Learning models.WHAT WE OFFER:A ...
    www.nixsolutions.com
  • Data Service & Quality Delivery Manager

    JTI 15 дней назад
    ... process changes to prevent future data quality problemsWho are we looking for – Requirements:Bachelor’s degree in computer science, Data Science, M&S, Statistics, Applied Math, ...
    jobs.jti.com
  • Data Service & Quality Delivery Manager

    JTI 15 дней назад
    ... process changes to prevent future data quality problems Who are we looking for – Requirements:Bachelor’s degree in computer science, Data Science, M&S, Statistics, Applied Math, ...
    jobs.jti.com
  • Head of Analytics, Core

    Devart Remote, Slovakia, Ukraine 9 часов назад
    ... make decisions based on incomplete data Additional skills we would appreciate Experience in Data Science and Machine Learning Higher education in analytics, statistics, ...
    www.devart.com
  • Senior/Middle Data Scientist (Data Preparation & Pre-training)

    Київстар , Bilyts'ke, 3 дня назад
    ... :• 3+ years of experience in Data Science or Machine Learning, preferably with a focus on NLP• Proven experience in data preprocessing, cleaning, and feature engineering ...
    ua.talent.com
  • Senior Data Engineer

    Avenga Kraków - Software Delivery Center, Remote 9 часов назад
    ... with the latest developments in data engineering, machine learning, and financial data processing.What you bring alongBachelor’s or Master’s degree in Computer Science, Data Science, Engineering, or a related field. ...
    www.avenga.com
  • Senior Cloud Architect (Data Modeling)

    Globaldev Group , , 24 дня назад
    ... Machine Learning Specialty certification. Responsibilities: Partner with ... data dictionary covering master data, reference data, critical and non-critical data elements; Develop and maintain conceptual, logical, and physical data models to support ...
    ua.talent.com
  • Lead Data Engineer

    NIX Solutions Харьков, Украина 9 часов назад
    ... , Fivetran or similar.Experience in data science and machine learning with building Machine Learning models.WHAT WE OFFER:Competitive ...
    www.nixsolutions.com
  • Database Engineer & Data Analyst Job Description

    Sigma Marketing LLC , Kyiv, 10 дней назад
    ... Technology, Data Science, or related field - 3-5 years of experience in database engineering, data analysis, or business intelligence roles - Proven track record of successfully delivering complex data projects end-to-end - Experience in mid-senior level ...
    ua.talent.com
  • Data application developer

    Zoom , Dnipro, 14 дней назад
    ... or Master’s degree in Computer Science, Software Engineering, or a related fieldAdvanced proficiency in SQL and data modeling, with experience designing and optimizing scalable data models.Good understanding on asynchronous ...
    ua.talent.com
  • Senior Data Scientist/NLP Lead

    Київстар , Kyiv, 3 дня назад
    is seeking an experienced Senior Data Scientist NLP Lead to spearhead ... 5+ years of experience in data science or machine learning, with a strong focus on ... or PhD) in Computer Science, Computational Linguistics, Machine Learning, or a related field is ...
    ua.talent.com
  • Data Architect

    Andersen Ukraine 15 дней назад
    ... as well as data centers. The company has significantly ... conceptual and logical data models for the OLAP data entities. Architecting data flow for ETL ELT processes focused on OLAP data. Describing mechanics of data retention and historization according to ...
    people.andersenlab.com
  • Data Engineer, Customer Care

    Lyft , Kyiv, 3 дня назад
    ... such as Analytics, Data Science, Engineering, and many others.  Responsibilities: Own of the core company data pipeline, be responsible for scaling up data processing flow to meet the rapid data growth at Lyft Evolve data model and data schema based ...
    ua.talent.com
  • Data Model Engineer (IR-439)

    Intellectsoft , , 24 дня назад
    ... or Master’s degree in Computer Science, Information Systems, Data Science, or a related field. 3+ years of experience in data modeling, data architecture, or data engineering roles. Proficiency with data modeling tools (e.g., ER ...
    ua.talent.com
  • D&IT BUSINESS SOLUTIONS ANALYST

    JTI 15 дней назад
    ... .Bachelors or master’s degree in data science, statistics, mathematics or computer scienceHands-on experience with Azure data services (ADF, Azure Data Lake, Azure SQL, Synapse Analytics). ...
    jobs.jti.com
  • Senior Technical Business Analyst

    8allocate Remote 9 часов назад
    ... as a Technical Business Analyst, Data Analyst, or similar role.Strong data modeling skills and expertise in data analysis techniques.Proficiency in tools ... new skills, mentorship opportunities, or learning from more experienced colleagues.Benefits ...
    cleverstaff.net
  • Senior Data Engineer

    LuxeVision Consulting LLC , , 17 часов назад
    ... in data engineering and big data.Ideal Profile🚨Required Skills & Experience:Bachelor’s degree in Computer Science, Engineering, or a related field.Proven experience as a Data Engineer or in a ... : Senior Data Engineer – [Your Full Name].Only ...
    ua.talent.com
  • Data Engineer, Marketplace

    Lyft , Kyiv, 3 дня назад
    ... critical functions such as Analytics, Data Science, and Engineering.You will be ... directly with cross-functional teams (data analytics, data science, engineering) to align data engineering solutions with business goals ...
    ua.talent.com
  • Business Solution Architect (Data Segmentation & Activation)

    JTI 15 дней назад
    ... :      Bachelor’s degree in Computer Science, Information Systems, Engineering, or a related field Master’s degree in Data Science, Applied Math, or a related ... courses on our e-learning platforms, including sponsored certification programs ( ...
    jobs.jti.com
  • Senior Data Scientist

    SoftServe , , 5 дней назад
    ... with the full stack of data analysis, deep learning, and machine learning model pipeline that includes deep analysis of customer data, modeling, and deployment in productionChoose ... the future of AI and data science through innovation and shared growth. ...
    ua.talent.com
  • Senior/Lead Data Scientist

    SoftServe , , 11 дней назад
    ... with the full stack of data analysis, deep learning, and machine learning model pipeline that includes deep analysis of customer data, modeling, and deployment in productionChoose ... the future of AI and data science through innovation and shared growth. ...
    ua.talent.com
  • Senior Data Science/ AI Engineer (with Databricks) (#3576)

    N-iX , , 23 дня назад
    ... + years of proven experience in Data Science or AI Engineering. Strong expertise in developing and deploying machine learning models using Databricks. Proficiency in Python, including common machine learning libraries (TensorFlow, PyTorch, scikit-learn ...
    ua.talent.com
  • Lead Data Analyst (#3656)

    N-iX , , 10 дней назад
    ... machine-learning models that operate on data ingested from third-party APIs. ... data quality issues (in reports) Work with our current data stack: Snowflake, dbt, AWS services Collaborate with teams from the Data Engineering, Analytics, Data Science teams ...
    ua.talent.com
  • D&IT BUSINESS SOLUTIONS ANALYST

    JTI 15 дней назад
    ... .Bachelors or master’s degree in data science, statistics, mathematics or computer scienceHands-on experience with Azure data services (ADF, Azure Data Lake, Azure SQL, Synapse Analytics). ...
    jobs.jti.com
  • D&IT BUSINESS SOLUTIONS ANALYST

    JTI 15 дней назад
    ... .Bachelors or master’s degree in data science, statistics, mathematics or computer scienceHands-on experience with Azure data services (ADF, Azure Data Lake, Azure SQL, Synapse Analytics). ...
    jobs.jti.com
  • D&IT BUSINESS SOLUTIONS ANALYST

    JTI 15 дней назад
    ... .Bachelors or master’s degree in data science, statistics, mathematics or computer scienceHands-on experience with Azure data services (ADF, Azure Data Lake, Azure SQL, Synapse Analytics). ...
    jobs.jti.com
  • Senior Data Architect (#3563)

    N-iX , , месяц назад
    ... of high-end experts in data strategy, data governance, and data platforms, and contribute to shaping the future of data platforms for our customers. As Senior Data Architect, you will play a ...
    ua.talent.com
  • Senior Data Scientist / Senior Machine Learning Engineer - AI at Massive Scale

    LoopMe , Lviv, 2 дня назад
    ... day. We process billions of data points daily — and we don’t just re-apply old tricks. We design and deploy genuinely novel machine learning systems, from idea to prototype ...
    ua.talent.com
  • Lead Data Scientist (Generative AI)

    SoftServe , , 5 дней назад
    ... advanced deep learning and NLP techniquesQualified with a or master’s degree in Computer Science or a related fieldWell-versed in the latest machine learning, deep learning, and NLP advancements, with ... and data science through innovation and shared growthAdvance ...
    ua.talent.com

Карточка вакансии:

  • Должность Senior Machine Learning/Data Science specialist.
  • Размещено: 2025-08-16 22:10:30
  • Город Remote
  • Зарплата:
  • Компания: Academy Smart